AI consulting for established companies

See what AI can actually do for your business.

Red Tree Labs helps business leaders find, prove, and implement practical AI in their day-to-day operations — grounded in your real workflows, not hype.

Book a free AI assessment

No pitch decks. A working session on your actual processes.

What we do

Practical AI, end to end

From the first conversation to a working system your team relies on — we handle every step.

AI Workflow Assessment

A focused working session that maps where AI fits in your operations — which processes are strong candidates, and which aren't worth the effort.

Strategy & Roadmap

A clear, prioritized plan for bringing AI into your business — what to do first, what it depends on, and how to measure whether it's working.

Implementation

We build and deploy the AI workflows that make the cut — connected to the systems and documents your team already uses.

Ongoing Advisory

AI keeps moving. We stay alongside your team to monitor, improve, and expand what's working — so the value compounds instead of fading.

How it works

Prove it before you build it

Most AI initiatives stall because they start with a big commitment. Ours start with proof.

Assess

We sit down with your team and map your real processes — where the manual work, bottlenecks, and repeated effort actually live.

Prove

You see working AI running on your own documents and workflows before committing to anything — so the decision is based on results, not promises.

Implement

We build, deploy, and support the workflows that earned their place, with your team trained to run them day to day.

About

Built by an operator, not a hype shop

Red Tree Labs was founded on a simple observation: most business leaders don't need convincing that AI matters — they need to see it work on their own problems.

The firm draws on decades of hands-on experience in business software, systems, and operations consulting — the unglamorous, real-world side of how companies actually run. That background shapes everything we do: we start from your workflows, not from the technology.

Today we help established companies cut through the noise, identify where AI genuinely pays off, and put working solutions into production.

What we believe

  • AI should solve a specific operational problem, or not be built at all
  • You should see it working before you invest in it
  • Small, proven wins beat big, stalled initiatives
  • Your team should own the result, not depend on us forever
Capabilities

Where we go deep

Most AI projects stall somewhere between the idea and the systems that would have to run it. We work across that whole span.

AI strategy and advisory

Deciding where AI belongs in your operation, what it will cost, and what to do first.

  • AI Consulting
  • AI Strategy
  • Applied AI
  • Technology Consulting
  • Digital Transformation

AI agents and language models

Systems that reason over your own data and take real action — not generic chatbots.

  • Artificial Intelligence
  • Large Language Models
  • AI Agents
  • Agentic AI
  • Retrieval-Augmented Generation
  • Prompt Engineering
  • Machine Learning

Document and process automation

Taking the manual reading, keying, and routing out of the workflows that slow your team down.

  • Intelligent Document Processing
  • Document Automation
  • Business Process Automation

Engineering and integration

Connecting all of it to the CRM, ERP, and internal systems you already run — and supporting what we build.

  • Custom Software Development
  • Software Architecture
  • Systems Integration
  • API Development
  • Cloud Computing
Questions

Common questions

What does Red Tree Labs do?

Red Tree Labs is an AI consulting firm that helps established companies find, prove, and implement practical AI in their day-to-day operations. The work starts with your existing workflows rather than with the technology. Engagements typically move through three stages: assessing where AI fits, proving it works on your real documents and processes, then building and supporting what earns its place.

Who does Red Tree Labs work with?

Red Tree Labs works with business leaders at established companies, typically 50 employees or more. Most clients are CEOs, COOs, CFOs, VPs, and directors who own an operational problem and want to know whether AI can solve it. The firm does not work with vendors or agencies looking for a client.

What happens in a free AI assessment?

A free AI assessment is a working session that maps where AI fits in your operations. Your team walks through the processes where manual work, bottlenecks, and repeated effort actually live, and comes away knowing which are strong automation candidates and which are not worth the effort. There is no obligation beyond the session.

Does Red Tree Labs build AI systems, or only advise on them?

Red Tree Labs does both. The firm delivers strategy and roadmaps, and also builds and deploys the AI workflows those roadmaps call for — connected to the CRM, ERP, document systems, and internal applications a company already runs. Ongoing advisory keeps deployed systems improving after launch.

How is Red Tree Labs different from a large consulting firm?

Red Tree Labs is a boutique firm, which means direct access to senior expertise without the overhead of a large consultancy. The approach is proof-first: clients see AI running on their own documents and workflows before committing to an implementation. The firm's background is in business software, systems, and operations consulting rather than AI research.

What kinds of AI work does Red Tree Labs do?

Red Tree Labs works across AI strategy, AI agents and large language models, document and process automation, and the software engineering required to connect them to existing systems. Specific areas include retrieval-augmented generation, intelligent document processing, business process automation, systems integration, and custom software development.

Where is Red Tree Labs based?

Red Tree Labs is based in Georgia, in the Atlanta metro area, and works with companies remotely or on-site.

Contact

Book a free AI assessment

Tell us a little about your business and the problem you'd like to solve. We review every request personally and reply within one business day.

We work with business leaders who have a real operational problem to solve — not vendors looking for a new client. If that's you, let's talk.

Based in

Georgia, USA — working with companies everywhere

What happens next

We'll reply to schedule a short call, then a working assessment session on your actual processes. No obligation beyond that.